BUAA-BDA/OpenHuFu

OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.

JavaShellOthermpcspatial-analysisspatial-data-analysissecure-computationdifferential-privacyspatial-queriesswarm-intelligenceprivacy-preservingmultiparty-computationfederated-learningdata-federation
This is stars and forks stats for /BUAA-BDA/OpenHuFu repository. As of 28 Apr, 2024 this repository has 699 stars and 299 forks.

OpenHuFu: An Open-Sourced Data Federation System Data isolation has become an obstacle to scale up query processing over big data, since sharing raw data among data owners is often prohibitive due to security concerns. A promising solution is to perform secure queries and analytics over a federation of multiple data owners leveraging techiniques like secure multi-party computation (SMC) and differential privacy, as evidenced by recent work on data federation and federated learning. OpenHuFu is an...
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